Effects of Structural Error on the Estimates of Parameters of Dynamical Systems

In this paper, the notion of "near-equivalence in probability" is introduced for identifying a system in the presence of several error sources. Following some basic definitions, necessary and sufficient conditions for the identifiability of parameters are given. The effects of structural error on the parameter estimates for both the deterministic and stochastic cases are considered.